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Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics: Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that brings together the lessons learned in the book Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.
Extreme weather and climate events, interacting with exposed and vulnerable human and natural systems, can lead to disasters. This Special Report explores the social as well as physical dimensions of weather- and climate-related disasters, considering opportunities for managing risks at local to international scales. SREX was approved and accepted by the Intergovernmental Panel on Climate Change (IPCC) on 18 November 2011 in Kampala, Uganda.
Call me naïve, but when I was a girl-watching James Bond and devouring Harriet the Spy-all I wanted was to grow up to be a spy. Unlike most kids, I didn't lose my secret-agent aspirations. So as a bright-eyed, idealistic college grad, I sent my resume to the CIA. Getting in was a story in itself. I peed in more cups than you could imagine, and was nearly condemned as a sexual deviant by the staff psychologist. My roommates were getting freaked out by government investigators lurking around, asking questions about my past. Finally, the CIA was training me to crash cars into barriers at 60 mph. Jump out of airplanes with cargo attached to my body. Survive interrogation, travel in alias, lose a tail. One thing they didn't teach us was how to date a guy while lying to him about what you do for a living. That I had to figure out for myself. Then I was posted overseas. And that's when the real fun began.
UGLY'S Electrical References is designed to be used as an on-the-job reference. Used worldwide by electricians, engineers, contractors, designers, maintenance workers, instructors, and the military; UGLY'S contains the most commonly required electrical information in an easy-to-read and easy-to-access format. UGLY'S presents a succinct portrait of the most pertinent information all electricians need at their fingertips, including: mathematical formulas, National Electrical Code tables, wiring configurations, conduit bending, voltage drops, and life-saving first aid procedures. Revised for the 2008 National Electrical Code.
The Complete Book of Ford Mustang, 4th Edition details the development, technical specifications, and history of America’s original pony car, now updated to cover cars through the 2021 model year.
NATIONAL BESTSELLER • From the Pulitzer-Prize winning reporter, a stunning narrative account of the mysterious Jordanian who penetrated both the inner circle of al-Qaeda and the highest reaches of the CIA, with a devastating impact on the war on terror. "Warwick is a brilliant reporter...A gripping true-life spy saga."—Los Angeles Times In December 2009, a group of the CIA’s top terrorist hunters gathered at a secret base in Khost, Afghanistan, to greet a rising superspy: Humam Khalil al-Balawi, a Jordanian double-agent who infiltrated the upper ranks of al-Qaeda. For months, he had sent shocking revelations from inside the terrorist network and now promised to help the CIA assassinate Osama bin Laden’s top deputy. Instead, as he stepped from his car, he detonated a thirty-pound bomb strapped to his chest, instantly killing seven CIA operatives, the agency’s worst loss of life in decades. In The Triple Agent, Pulitzer Prize–winning reporter Joby Warrick takes us deep inside the CIA’s secret war against al-Qaeda, a war that pits robotic planes and laser-guided missiles against a cunning enemy intent on unleashing carnage in American cities. Flitting precariously between the two sides was Balawi, a young man with extraordinary gifts who managed to win the confidence of hardened terrorists as well as veteran spymasters. With his breathtaking accounts from inside al-Qaeda’s lair, Balawi appeared poised to become America’s greatest double-agent in half a century—but he was not at all what he seemed. Combining the powerful momentum of Black Hawk Down with the institutional insight of Jane Mayer’s The Dark Side, Warrick takes the readers on a harrowing journey from the slums of Amman to the inner chambers of the White House in an untold true story of miscalculation, deception, and revenge.